Datasets:
`sections` not in dataset
The original format of the dataset is as follows:
{
'article_id': str,
'abstract_text': List[str],
'article_text': List[str],
'section_names': List[str],
'sections': List[List[str]]
}
However, the dataset on HF doesn't seem to contain the article text, separated by sections. Is there any workaround to obtain this, or shall I download the original dataset and process it on my own?
Hi, @acmc , thanks for reaching out.
Yes, you are right. This dataset was originally ported from TensorFlow Datasets (https://www.tensorflow.org/datasets/catalog/scientific_papers) where the "sections" data (sentence-tokenized article text split by section) was also ignored.
I think the only way to obtain the section-split text is by accessing the original data files.
This is rather perplexing to hear... Was it ignored by TF Datasets because it would entail a repetition of the body of the article? That would be the only sensible explanation, but I don't think its an outright redundancy... After all, in its current form, it's impossible to have a clear notion of the boundaries of each part of the article.
Anyway, I'll rebuild the dataset on my own, thank you!